A Guide to Artificial Intelligence in Healthcare
A Guide to Artificial Intelligence in Healthcare
Medical Professionals, A.I. And The Art Of Medicine
About the Book
In the last couple of years, artificial intelligence moved from being a futuristic promise into a reference point for innovation. The technology also started to transform healthcare with great vigor. It’s high time to talk about what artificial intelligence brings to medicine.
- What do machine learning, deep learning, or convolutional networks mean?
- What are the most affected medical fields?
- What are the greatest challenges for applying smart algorithms to healthcare settings?
- What could the future bring?
- What are the top use cases for artificial intelligence in healthcare during the next decade?
- What are the benefits of the exchange of knowledge between humans and machines?
- What social and ethical implications do we need to address?
Read The Medical Futurist’s guide to understand what you can anticipate from A.I. in healthcare and how to control this technology.
- Understand: Get a clear overview of the key concepts.
- Anticipate: Learn how to identify the opportunities and potential use cases of A.I. in healthcare and medicine.
- Control: Recognize and act upon the risks and implications of artificial intelligence.
About the Editor
Bundles that include this book
About the Contributors
An ambitious doctor of medicine and journalist covering the digital health, gaming and tech industries. Strong concentration, determination and attention to details are defining features. Has an insatiable interest in science, technology and video games and is always eager to gather new knowledge.
Editor in Chief, The Medical Futurist
Table of Contents
Part I. THE BASICS OF ARTIFICIAL INTELLIGENCE
- - Artificial intelligence: a reference point for innovation
- - Fears and expectations about A.I.
- - Let the quest for balanced views on A.I. begin
- - What is Artificial Intelligence?
- - Narrow, general, or super?
- - What do you need for developing A.I.?
- - Data Analytics, Machine Learning & Deep Learning – Methods of Teaching Algorithms
- - Data in healthcare
- - A brief history and the current state of electronic medical records
- - Why do we need help from A.I. when it comes to data?
Part II. APPLYING ARTIFICIAL INTELLIGENCE IN HEALTHCARE
- 1. Health data management
- 2. Treatment pathway design
- 3. Transforming diagnostics
- 4. Health assistance and administration
- 5. Patient management
- 6. Precision medicine
- 7. Supporting pharma: drug creation and clinical trials
- 8. FDA-approved algorithms in healthcare
Part III. CHALLENGES OF ARTIFICIAL INTELLIGENCE
- - Misconceptions and overhyping
- - Technological limitations of A.I.
- - Limitations of available medical data
- - The indispensable work of data annotators
- - Judgemental datasets and A.I. bias in healthcare
- - The need to regulate A.I.
- - The ethics of A.I.
- - Could you sue diagnostic algorithms or medical robots in the future?
- - Should algorithms mimic empathy?
- - Could A.I. solve the human resources crisis in healthcare?
Part IV. MEDICAL PROFESSIONALS, A.I. AND THE ART OF MEDICINE
Other books by this author
Authors have earned$10,346,017writing, publishing and selling on Leanpub, earning 80% royalties while saving up to 25 million pounds of CO2 and up to 46,000 trees.
Learn more about writing on Leanpub
The Leanpub 45-day 100% Happiness Guarantee
Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Top Books
- #1
Continuous Delivery Pipelines
Dave FarleyThis practical handbook provides a step-by-step guide for you to get the best continuous delivery pipeline for your software.
- #2
Top 20 Digital Health Trends For The Near Future
Dr. Bertalan MeskoDigital technology could help transform unsustainable healthcare systems, provide cheaper, faster, and more effective solutions for diseases – and could lead to healthier individuals living in healthier communities.
In this book, we analyze the top 20 trends shaping the future of healthcare, and what they all look like in practice.
- #3
Introducing EventStorming
Alberto BrandoliniThe deepest tutorial and explanation about EventStorming, straight from the inventor.
- #4
Ansible for DevOps
Jeff GeerlingAnsible is a simple, but powerful, server and configuration management tool. Learn to use Ansible effectively, whether you manage one server—or thousands.
- #5
Atomic Kotlin
Bruce Eckel and Svetlana IsakovaFor both beginning and experienced programmers! From the author of the multi-award-winning Thinking in C++ and Thinking in Java together with a member of the Kotlin language team comes a book that breaks the concepts into small, easy-to-digest "atoms," along with exercises supported by hints and solutions directly inside IntelliJ IDEA!
- #6
Practical FP in Scala: A hands-on approach
Gabriel VolpeA practical book aimed for those familiar with functional programming in Scala who are yet not confident about architecting an application from scratch.
Together, we will develop a purely functional application using the best libraries in the Cats ecosystem, while learning about design patterns and best practices.
- #7
Modern Typescript
Ben Beattie-HoodCovering from basic building of interfaces to advanced use of unions, partials, intersections, and mapped types. Join me for this deep-dive from fundamentals to advanced aspects of Typescript, and how you can leverage its static testing system to accelerate your development velocity.
- #8
The Hundred-Page Machine Learning Book
Andriy BurkovEverything you really need to know in Machine Learning in a hundred pages.
- #9
R Programming for Data Science
Roger D. PengThis book brings the fundamentals of R programming to you, using the same material developed as part of the industry-leading Johns Hopkins Data Science Specialization. The skills taught in this book will lay the foundation for you to begin your journey learning data science. Printed copies of this book are available through Lulu.
- #10
OpenIntro Statistics
David Diez, Christopher Barr, Mine Cetinkaya-Rundel, and OpenIntroA complete foundation for Statistics, also serving as a foundation for Data Science.
Leanpub revenue supports OpenIntro (US-based nonprofit) so we can provide free desk copies to teachers interested in using OpenIntro Statistics in the classroom and expand the project to support free textbooks in other subjects.
More resources: openintro.org.
Top Bundles
- #1
Software Architecture for Developers: Volumes 1 & 2 - Technical leadership and communication
2 Books
"Software Architecture for Developers" is a practical and pragmatic guide to modern, lightweight software architecture, specifically aimed at developers. You'll learn:The essence of software architecture.Why the software architecture role should include coding, coaching and collaboration.The things that you really need to think about before... - #2
CCIE Service Provider Ultimate Study Bundle
2 Books
Piotr Jablonski, Lukasz Bromirski, and Nick Russo have joined forces to deliver the only CCIE Service Provider training resource you'll ever need. This bundle contains a detailed and challenging collection of workbook labs, plus an extensively detailed technical reference guide. All of us have earned the CCIE Service Provider certification... - #5
9 Books-Bundle: Shut Up and Code!
9 Books
"Shut up and code." Laughter in the audience. The hacker had just plugged in his notebook and started sharing his screen to present his super-smart Python script. "Shut up and code" The letters written in a white literal coding font on black background was the hackers' home screen background mantra. At the time, I was a first-year computer... - #6
The Python Craftsman
3 Books
The Python Craftsman series comprises The Python Apprentice, The Python Journeyman, and The Python Master. The first book is primarily suitable for for programmers with some experience of programming in another language. If you don't have any experience with programming this book may be a bit daunting. You'll be learning not just a programming...
